<?xml version="1.0" encoding="ascii"?>
<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
          "DTD/xhtml1-transitional.dtd">
<html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
<head>
  <title>pln_inco.bioscope</title>
  <link rel="stylesheet" href="epydoc.css" type="text/css" />
  <script type="text/javascript" src="epydoc.js"></script>
</head>

<body bgcolor="white" text="black" link="blue" vlink="#204080"
      alink="#204080">
<!-- ==================== NAVIGATION BAR ==================== -->
<table class="navbar" border="0" width="100%" cellpadding="0"
       bgcolor="#a0c0ff" cellspacing="0">
  <tr valign="middle">
  <!-- Home link -->
      <th>&nbsp;&nbsp;&nbsp;<a
        href="pln_inco-module.html">Home</a>&nbsp;&nbsp;&nbsp;</th>

  <!-- Tree link -->
      <th>&nbsp;&nbsp;&nbsp;<a
        href="module-tree.html">Trees</a>&nbsp;&nbsp;&nbsp;</th>

  <!-- Index link -->
      <th>&nbsp;&nbsp;&nbsp;<a
        href="identifier-index.html">Indices</a>&nbsp;&nbsp;&nbsp;</th>

  <!-- Help link -->
      <th>&nbsp;&nbsp;&nbsp;<a
        href="help.html">Help</a>&nbsp;&nbsp;&nbsp;</th>

      <th class="navbar" width="100%"></th>
  </tr>
</table>
<table width="100%" cellpadding="0" cellspacing="0">
  <tr valign="top">
    <td width="100%">
      <span class="breadcrumbs">
        <a href="pln_inco-module.html">Package&nbsp;pln_inco</a> ::
        Package&nbsp;bioscope
      </span>
    </td>
    <td>
      <table cellpadding="0" cellspacing="0">
        <!-- hide/show private -->
        <tr><td align="right"><span class="options">[<a href="javascript:void(0);" class="privatelink"
    onclick="toggle_private();">hide&nbsp;private</a>]</span></td></tr>
        <tr><td align="right"><span class="options"
            >[<a href="frames.html" target="_top">frames</a
            >]&nbsp;|&nbsp;<a href="pln_inco.bioscope-pysrc.html"
            target="_top">no&nbsp;frames</a>]</span></td></tr>
      </table>
    </td>
  </tr>
</table>
<h1 class="epydoc">Source Code for <a href="pln_inco.bioscope-module.html">Package pln_inco.bioscope</a></h1>
<pre class="py-src">
<a name="L1"></a><tt class="py-lineno">  1</tt>  <tt class="py-line"> </tt>
<a name="L2"></a><tt class="py-lineno">  2</tt>  <tt class="py-line"><tt class="py-comment"># -*- coding: utf-8 -*- </tt> </tt>
<a name="L3"></a><tt class="py-lineno">  3</tt>  <tt class="py-line"> </tt>
<a name="L4"></a><tt class="py-lineno">  4</tt>  <tt class="py-line"><tt class="py-keyword">import</tt> <tt class="py-name">nltk</tt><tt class="py-op">,</tt><tt class="py-name">nltk</tt><tt class="py-op">.</tt><tt class="py-name">tokenize</tt><tt class="py-op">,</tt><tt class="py-name">xml</tt><tt class="py-op">.</tt><tt class="py-name">etree</tt> </tt>
<a name="L5"></a><tt class="py-lineno">  5</tt>  <tt class="py-line"><tt class="py-keyword">import</tt> <tt class="py-name">os</tt><tt class="py-op">,</tt><tt class="py-name">codecs</tt><tt class="py-op">,</tt><tt class="py-name">fnmatch</tt><tt class="py-op">,</tt><tt class="py-name">re</tt><tt class="py-op">,</tt><tt class="py-name">types</tt><tt class="py-op">,</tt> <tt class="py-name">copy</tt><tt class="py-op">,</tt><tt class="py-name">shutil</tt> </tt>
<a name="L6"></a><tt class="py-lineno">  6</tt>  <tt class="py-line"><tt class="py-keyword">import</tt> <tt class="py-name">pickle</tt> </tt>
<a name="L7"></a><tt class="py-lineno">  7</tt>  <tt class="py-line"><tt class="py-keyword">from</tt> <tt class="py-name">sys</tt> <tt class="py-keyword">import</tt> <tt class="py-op">*</tt> </tt>
<a name="L8"></a><tt class="py-lineno">  8</tt>  <tt class="py-line"><tt class="py-keyword">from</tt> <tt id="link-0" class="py-name" targets="Package pln_inco=pln_inco-module.html"><a title="pln_inco" class="py-name" href="#" onclick="return doclink('link-0', 'pln_inco', 'link-0');">pln_inco</a></tt> <tt class="py-keyword">import</tt> <tt id="link-1" class="py-name" targets="Module pln_inco.graphviz=pln_inco.graphviz-module.html"><a title="pln_inco.graphviz" class="py-name" href="#" onclick="return doclink('link-1', 'graphviz', 'link-1');">graphviz</a></tt><tt class="py-op">,</tt><tt id="link-2" class="py-name" targets="Module pln_inco.penn_treebank=pln_inco.penn_treebank-module.html"><a title="pln_inco.penn_treebank" class="py-name" href="#" onclick="return doclink('link-2', 'penn_treebank', 'link-2');">penn_treebank</a></tt><tt class="py-op">,</tt><tt id="link-3" class="py-name" targets="Module pln_inco.stanford_parser=pln_inco.stanford_parser-module.html"><a title="pln_inco.stanford_parser" class="py-name" href="#" onclick="return doclink('link-3', 'stanford_parser', 'link-3');">stanford_parser</a></tt> </tt>
<a name="L9"></a><tt class="py-lineno">  9</tt>  <tt class="py-line"><tt class="py-keyword">from</tt> <tt class="py-name">string</tt> <tt class="py-keyword">import</tt> <tt class="py-op">*</tt> </tt>
<a name="L10"></a><tt class="py-lineno"> 10</tt>  <tt class="py-line"><tt class="py-keyword">import</tt> <tt id="link-4" class="py-name"><a title="pln_inco" class="py-name" href="#" onclick="return doclink('link-4', 'pln_inco', 'link-0');">pln_inco</a></tt> </tt>
<a name="L11"></a><tt class="py-lineno"> 11</tt>  <tt class="py-line"> </tt>
<a name="BioscopeCorpus"></a><div id="BioscopeCorpus-def"><a name="L12"></a><tt class="py-lineno"> 12</tt> <a class="py-toggle" href="#" id="BioscopeCorpus-toggle" onclick="return toggle('BioscopeCorpus');">-</a><tt class="py-line"><tt class="py-keyword">class</tt> <a class="py-def-name" href="pln_inco.bioscope.BioscopeCorpus-class.html">BioscopeCorpus</a><tt class="py-op">:</tt> </tt>
</div><div id="BioscopeCorpus-collapsed" style="display:none;" pad="+++" indent="++++"></div><div id="BioscopeCorpus-expanded"><a name="L13"></a><tt class="py-lineno"> 13</tt>  <tt class="py-line">        <tt class="py-docstring">""" </tt> </tt>
<a name="L14"></a><tt class="py-lineno"> 14</tt>  <tt class="py-line"><tt class="py-docstring">        Corpus Bioscope: contiene toda la informaci&#243;n que se levanta a memoria del corpus. La relaci&#243;n con los archivos originales se hace a trav&#233;s de la instancia de BioscopeCorpus Processor (bcp) asociada</tt> </tt>
<a name="L15"></a><tt class="py-lineno"> 15</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L16"></a><tt class="py-lineno"> 16</tt>  <tt class="py-line"><tt class="py-docstring">        @ivar documents: lista de L{bioscope.BioscopeDocument}, indexada por identificador de documento</tt> </tt>
<a name="L17"></a><tt class="py-lineno"> 17</tt>  <tt class="py-line"><tt class="py-docstring">        @type documents: C{List}</tt> </tt>
<a name="L18"></a><tt class="py-lineno"> 18</tt>  <tt class="py-line"><tt class="py-docstring">        """</tt> </tt>
<a name="L19"></a><tt class="py-lineno"> 19</tt>  <tt class="py-line">         </tt>
<a name="BioscopeCorpus.__init__"></a><div id="BioscopeCorpus.__init__-def"><a name="L20"></a><tt class="py-lineno"> 20</tt> <a class="py-toggle" href="#" id="BioscopeCorpus.__init__-toggle" onclick="return toggle('BioscopeCorpus.__init__');">-</a><tt class="py-line">        <tt class="py-keyword">def</tt> <a class="py-def-name" href="pln_inco.bioscope.BioscopeCorpus-class.html#__init__">__init__</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt><tt class="py-param">bcp</tt><tt class="py-op">,</tt> <tt class="py-param">prefix</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="BioscopeCorpus.__init__-collapsed" style="display:none;" pad="+++" indent="++++++++++++"></div><div id="BioscopeCorpus.__init__-expanded"><a name="L21"></a><tt class="py-lineno"> 21</tt>  <tt class="py-line">                <tt class="py-docstring">"""</tt> </tt>
<a name="L22"></a><tt class="py-lineno"> 22</tt>  <tt class="py-line"><tt class="py-docstring">                Carga los documentos del corpus a partir de los archivos correspondiente.</tt> </tt>
<a name="L23"></a><tt class="py-lineno"> 23</tt>  <tt class="py-line"><tt class="py-docstring">                @arg bcp: Configuraci&#243;n del ambiente para obtener los documentos originales.</tt> </tt>
<a name="L24"></a><tt class="py-lineno"> 24</tt>  <tt class="py-line"><tt class="py-docstring">                @type bcp: L{bioscope.util.BioscopeCorpusProcessor}</tt> </tt>
<a name="L25"></a><tt class="py-lineno"> 25</tt>  <tt class="py-line"><tt class="py-docstring">                @rtype: C{None}</tt> </tt>
<a name="L26"></a><tt class="py-lineno"> 26</tt>  <tt class="py-line"><tt class="py-docstring">                @arg prefix: Patr&#243;n a buscar al comienzo del nombre del documento</tt> </tt>
<a name="L27"></a><tt class="py-lineno"> 27</tt>  <tt class="py-line"><tt class="py-docstring">                @type prefix: String</tt> </tt>
<a name="L28"></a><tt class="py-lineno"> 28</tt>  <tt class="py-line"><tt class="py-docstring">                """</tt> </tt>
<a name="L29"></a><tt class="py-lineno"> 29</tt>  <tt class="py-line">                 </tt>
<a name="L30"></a><tt class="py-lineno"> 30</tt>  <tt class="py-line">                <tt class="py-comment"># Obtengo los identificadores de documentos</tt> </tt>
<a name="L31"></a><tt class="py-lineno"> 31</tt>  <tt class="py-line">                <tt class="py-name">document_ids</tt><tt class="py-op">=</tt><tt class="py-name">bcp</tt><tt class="py-op">.</tt><tt id="link-5" class="py-name" targets="Method pln_inco.bioscope.util.BioscopeCorpusProcessor.get_doc_ids()=pln_inco.bioscope.util.BioscopeCorpusProcessor-class.html#get_doc_ids"><a title="pln_inco.bioscope.util.BioscopeCorpusProcessor.get_doc_ids" class="py-name" href="#" onclick="return doclink('link-5', 'get_doc_ids', 'link-5');">get_doc_ids</a></tt><tt class="py-op">(</tt><tt class="py-string">'a'</tt><tt class="py-op">)</tt> </tt>
<a name="L32"></a><tt class="py-lineno"> 32</tt>  <tt class="py-line"> </tt>
<a name="L33"></a><tt class="py-lineno"> 33</tt>  <tt class="py-line">                <tt class="py-comment"># Creo la lista de documentos</tt> </tt>
<a name="L34"></a><tt class="py-lineno"> 34</tt>  <tt class="py-line">                <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">documents</tt><tt class="py-op">=</tt><tt class="py-name">dict</tt><tt class="py-op">(</tt><tt class="py-op">)</tt> </tt>
<a name="L35"></a><tt class="py-lineno"> 35</tt>  <tt class="py-line">                <tt class="py-keyword">for</tt> <tt class="py-name">docId</tt> <tt class="py-keyword">in</tt> <tt class="py-name">document_ids</tt><tt class="py-op">:</tt> </tt>
<a name="L36"></a><tt class="py-lineno"> 36</tt>  <tt class="py-line">                        <tt class="py-keyword">if</tt> <tt class="py-name">re</tt><tt class="py-op">.</tt><tt class="py-name">match</tt><tt class="py-op">(</tt><tt class="py-name">prefix</tt><tt class="py-op">,</tt><tt class="py-name">docId</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L37"></a><tt class="py-lineno"> 37</tt>  <tt class="py-line">                                <tt class="py-name">d</tt><tt class="py-op">=</tt><tt id="link-6" class="py-name" targets="Class pln_inco.bioscope.BioscopeDocument=pln_inco.bioscope.BioscopeDocument-class.html"><a title="pln_inco.bioscope.BioscopeDocument" class="py-name" href="#" onclick="return doclink('link-6', 'BioscopeDocument', 'link-6');">BioscopeDocument</a></tt><tt class="py-op">(</tt><tt class="py-name">docId</tt><tt class="py-op">,</tt><tt class="py-name">bcp</tt><tt class="py-op">)</tt> </tt>
<a name="L38"></a><tt class="py-lineno"> 38</tt>  <tt class="py-line">                                <tt class="py-name">d</tt><tt class="py-op">.</tt><tt id="link-7" class="py-name" targets="Method pln_inco.bioscope.BioscopeDocument.add_genia_and_bioscope_info()=pln_inco.bioscope.BioscopeDocument-class.html#add_genia_and_bioscope_info"><a title="pln_inco.bioscope.BioscopeDocument.add_genia_and_bioscope_info" class="py-name" href="#" onclick="return doclink('link-7', 'add_genia_and_bioscope_info', 'link-7');">add_genia_and_bioscope_info</a></tt><tt class="py-op">(</tt><tt class="py-name">bcp</tt><tt class="py-op">)</tt>                       </tt>
<a name="L39"></a><tt class="py-lineno"> 39</tt>  <tt class="py-line">                                <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">documents</tt><tt class="py-op">[</tt><tt class="py-name">docId</tt><tt class="py-op">]</tt><tt class="py-op">=</tt><tt class="py-name">d</tt> </tt>
</div></div><a name="L40"></a><tt class="py-lineno"> 40</tt>  <tt class="py-line"> </tt>
<a name="L41"></a><tt class="py-lineno"> 41</tt>  <tt class="py-line">                 </tt>
<a name="BioscopeDocument"></a><div id="BioscopeDocument-def"><a name="L42"></a><tt class="py-lineno"> 42</tt> <a class="py-toggle" href="#" id="BioscopeDocument-toggle" onclick="return toggle('BioscopeDocument');">-</a><tt class="py-line"><tt class="py-keyword">class</tt> <a class="py-def-name" href="pln_inco.bioscope.BioscopeDocument-class.html">BioscopeDocument</a><tt class="py-op">:</tt> </tt>
</div><div id="BioscopeDocument-collapsed" style="display:none;" pad="+++" indent="++++"></div><div id="BioscopeDocument-expanded"><a name="L43"></a><tt class="py-lineno"> 43</tt>  <tt class="py-line">        <tt class="py-docstring">""" </tt> </tt>
<a name="L44"></a><tt class="py-lineno"> 44</tt>  <tt class="py-line"><tt class="py-docstring">        Documento de Bioscope, incluyendo toda la informaci&#243;n de parsing y tagging </tt> </tt>
<a name="L45"></a><tt class="py-lineno"> 45</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L46"></a><tt class="py-lineno"> 46</tt>  <tt class="py-line"><tt class="py-docstring">        @ivar docId: identificador del documento en el corpus</tt> </tt>
<a name="L47"></a><tt class="py-lineno"> 47</tt>  <tt class="py-line"><tt class="py-docstring">        @type docId: C{string}</tt> </tt>
<a name="L48"></a><tt class="py-lineno"> 48</tt>  <tt class="py-line"><tt class="py-docstring">        @ivar sentences: instancias de L{bioscope.BioscopeSentence} contenidas en el documento</tt> </tt>
<a name="L49"></a><tt class="py-lineno"> 49</tt>  <tt class="py-line"><tt class="py-docstring">        @type sentences: C{Dictionary}</tt> </tt>
<a name="L50"></a><tt class="py-lineno"> 50</tt>  <tt class="py-line"><tt class="py-docstring">        """</tt> </tt>
<a name="L51"></a><tt class="py-lineno"> 51</tt>  <tt class="py-line">         </tt>
<a name="L52"></a><tt class="py-lineno"> 52</tt>  <tt class="py-line">         </tt>
<a name="BioscopeDocument.__init__"></a><div id="BioscopeDocument.__init__-def"><a name="L53"></a><tt class="py-lineno"> 53</tt> <a class="py-toggle" href="#" id="BioscopeDocument.__init__-toggle" onclick="return toggle('BioscopeDocument.__init__');">-</a><tt class="py-line">        <tt class="py-keyword">def</tt> <a class="py-def-name" href="pln_inco.bioscope.BioscopeDocument-class.html#__init__">__init__</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">docId</tt><tt class="py-op">,</tt><tt class="py-param">bcp</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="BioscopeDocument.__init__-collapsed" style="display:none;" pad="+++" indent="++++++++++++"></div><div id="BioscopeDocument.__init__-expanded"><a name="L54"></a><tt class="py-lineno"> 54</tt>  <tt class="py-line">                <tt class="py-docstring">""" </tt> </tt>
<a name="L55"></a><tt class="py-lineno"> 55</tt>  <tt class="py-line"><tt class="py-docstring">                Crea el documento y las instancias de las oraciones que lo componen, levantando la informaci&#243;n de los archivos correspondientes. NO levanta la informaci&#243;n de Genia, </tt> </tt>
<a name="L56"></a><tt class="py-lineno"> 56</tt>  <tt class="py-line"><tt class="py-docstring">                esto se hace en L{bioscope.BioscopeDocument.add_genia_and_bioscope_info}</tt> </tt>
<a name="L57"></a><tt class="py-lineno"> 57</tt>  <tt class="py-line"><tt class="py-docstring">                </tt> </tt>
<a name="L58"></a><tt class="py-lineno"> 58</tt>  <tt class="py-line"><tt class="py-docstring">                @type bcp: L{bioscope.util.BioscopeCorpusProcessor}</tt> </tt>
<a name="L59"></a><tt class="py-lineno"> 59</tt>  <tt class="py-line"><tt class="py-docstring">                @rtype: C{None}</tt> </tt>
<a name="L60"></a><tt class="py-lineno"> 60</tt>  <tt class="py-line"><tt class="py-docstring">                """</tt> </tt>
<a name="L61"></a><tt class="py-lineno"> 61</tt>  <tt class="py-line"> </tt>
<a name="L62"></a><tt class="py-lineno"> 62</tt>  <tt class="py-line">                <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">docId</tt><tt class="py-op">=</tt><tt class="py-name">docId</tt> </tt>
<a name="L63"></a><tt class="py-lineno"> 63</tt>  <tt class="py-line">                 </tt>
<a name="L64"></a><tt class="py-lineno"> 64</tt>  <tt class="py-line">                <tt class="py-comment"># Obtengo los identificadores de las oraciones del documento</tt> </tt>
<a name="L65"></a><tt class="py-lineno"> 65</tt>  <tt class="py-line">                <tt class="py-name">sentence_ids</tt><tt class="py-op">=</tt><tt class="py-name">bcp</tt><tt class="py-op">.</tt><tt id="link-8" class="py-name" targets="Method pln_inco.bioscope.util.BioscopeCorpusProcessor.get_sentence_ids()=pln_inco.bioscope.util.BioscopeCorpusProcessor-class.html#get_sentence_ids"><a title="pln_inco.bioscope.util.BioscopeCorpusProcessor.get_sentence_ids" class="py-name" href="#" onclick="return doclink('link-8', 'get_sentence_ids', 'link-8');">get_sentence_ids</a></tt><tt class="py-op">(</tt><tt class="py-name">docId</tt><tt class="py-op">)</tt> </tt>
<a name="L66"></a><tt class="py-lineno"> 66</tt>  <tt class="py-line">         </tt>
<a name="L67"></a><tt class="py-lineno"> 67</tt>  <tt class="py-line">                <tt class="py-comment"># Las oraciones del corpus son un diccionario indexado por el identificador de la oraci&#243;n</tt> </tt>
<a name="L68"></a><tt class="py-lineno"> 68</tt>  <tt class="py-line">                <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">sentences</tt><tt class="py-op">=</tt><tt class="py-name">dict</tt><tt class="py-op">(</tt><tt class="py-op">)</tt> </tt>
<a name="L69"></a><tt class="py-lineno"> 69</tt>  <tt class="py-line">                <tt class="py-name">i</tt><tt class="py-op">=</tt><tt class="py-number">0</tt> </tt>
<a name="L70"></a><tt class="py-lineno"> 70</tt>  <tt class="py-line">                <tt class="py-keyword">for</tt> <tt class="py-name">sentenceId</tt> <tt class="py-keyword">in</tt> <tt class="py-name">sentence_ids</tt><tt class="py-op">:</tt> </tt>
<a name="L71"></a><tt class="py-lineno"> 71</tt>  <tt class="py-line">                        <tt class="py-name">s</tt><tt class="py-op">=</tt><tt id="link-9" class="py-name" targets="Class pln_inco.bioscope.BioscopeSentence=pln_inco.bioscope.BioscopeSentence-class.html"><a title="pln_inco.bioscope.BioscopeSentence" class="py-name" href="#" onclick="return doclink('link-9', 'BioscopeSentence', 'link-9');">BioscopeSentence</a></tt><tt class="py-op">(</tt><tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">docId</tt><tt class="py-op">,</tt><tt class="py-name">sentenceId</tt><tt class="py-op">,</tt><tt class="py-name">i</tt><tt class="py-op">,</tt><tt class="py-name">bcp</tt><tt class="py-op">)</tt> </tt>
<a name="L72"></a><tt class="py-lineno"> 72</tt>  <tt class="py-line">                        <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">sentences</tt><tt class="py-op">[</tt><tt class="py-name">sentenceId</tt><tt class="py-op">]</tt><tt class="py-op">=</tt><tt class="py-name">s</tt> </tt>
<a name="L73"></a><tt class="py-lineno"> 73</tt>  <tt class="py-line">                        <tt class="py-name">i</tt><tt class="py-op">+=</tt><tt class="py-number">1</tt> </tt>
<a name="L74"></a><tt class="py-lineno"> 74</tt>  <tt class="py-line"> </tt>
<a name="L75"></a><tt class="py-lineno"> 75</tt>  <tt class="py-line">                <tt class="py-comment"># Cargo las oraciones parseadas, a partir del archivo .parsed correspondiente</tt> </tt>
<a name="L76"></a><tt class="py-lineno"> 76</tt>  <tt class="py-line">                <tt class="py-name">parsed_sentences</tt><tt class="py-op">=</tt><tt class="py-name">bcp</tt><tt class="py-op">.</tt><tt id="link-10" class="py-name" targets="Method pln_inco.bioscope.util.BioscopeCorpusProcessor.load_parsed_sentences()=pln_inco.bioscope.util.BioscopeCorpusProcessor-class.html#load_parsed_sentences"><a title="pln_inco.bioscope.util.BioscopeCorpusProcessor.load_parsed_sentences" class="py-name" href="#" onclick="return doclink('link-10', 'load_parsed_sentences', 'link-10');">load_parsed_sentences</a></tt><tt class="py-op">(</tt><tt class="py-name">docId</tt><tt class="py-op">)</tt> </tt>
<a name="L77"></a><tt class="py-lineno"> 77</tt>  <tt class="py-line">                <tt class="py-keyword">for</tt> <tt class="py-op">(</tt><tt class="py-name">key</tt><tt class="py-op">,</tt><tt class="py-name">sentence</tt><tt class="py-op">)</tt> <tt class="py-keyword">in</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">sentences</tt><tt class="py-op">.</tt><tt class="py-name">iteritems</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L78"></a><tt class="py-lineno"> 78</tt>  <tt class="py-line">                        <tt class="py-name">sentence</tt><tt class="py-op">.</tt><tt class="py-name">data</tt><tt class="py-op">=</tt><tt class="py-name">parsed_sentences</tt><tt class="py-op">[</tt><tt class="py-name">sentence</tt><tt class="py-op">.</tt><tt class="py-name">sindex</tt><tt class="py-op">]</tt> </tt>
</div><a name="L79"></a><tt class="py-lineno"> 79</tt>  <tt class="py-line">         </tt>
<a name="BioscopeDocument.add_genia_and_bioscope_info"></a><div id="BioscopeDocument.add_genia_and_bioscope_info-def"><a name="L80"></a><tt class="py-lineno"> 80</tt> <a class="py-toggle" href="#" id="BioscopeDocument.add_genia_and_bioscope_info-toggle" onclick="return toggle('BioscopeDocument.add_genia_and_bioscope_info');">-</a><tt class="py-line">        <tt class="py-keyword">def</tt> <a class="py-def-name" href="pln_inco.bioscope.BioscopeDocument-class.html#add_genia_and_bioscope_info">add_genia_and_bioscope_info</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt><tt class="py-param">bcp</tt><tt class="py-op">)</tt><tt class="py-op">:</tt>       </tt>
</div><a name="L81"></a><tt class="py-lineno"> 81</tt>  <tt class="py-line">                <tt class="py-docstring">"""</tt> </tt>
<a name="L82"></a><tt class="py-lineno"> 82</tt>  <tt class="py-line"><tt class="py-docstring">                Agrega al &#225;rbol de parsing original de cada oraci&#243;n la informaci&#243;n obtenida a partir del tagger Genia</tt> </tt>
<a name="L83"></a><tt class="py-lineno"> 83</tt>  <tt class="py-line"><tt class="py-docstring">                @rtype: C{None}</tt> </tt>
<a name="L84"></a><tt class="py-lineno"> 84</tt>  <tt class="py-line"><tt class="py-docstring">                """</tt> </tt>
<a name="L85"></a><tt class="py-lineno"> 85</tt>  <tt class="py-line">         </tt>
<a name="L86"></a><tt class="py-lineno"> 86</tt>  <tt class="py-line">                <tt class="py-comment">#print &gt;&gt; stderr, "agrego la informacion de Genia/Bioscope para el documento ",self.docId</tt> </tt>
<a name="L87"></a><tt class="py-lineno"> 87</tt>  <tt class="py-line">                <tt class="py-keyword">for</tt> <tt class="py-op">(</tt><tt class="py-name">key</tt><tt class="py-op">,</tt><tt class="py-name">sentence</tt><tt class="py-op">)</tt> <tt class="py-keyword">in</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">sentences</tt><tt class="py-op">.</tt><tt class="py-name">iteritems</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L88"></a><tt class="py-lineno"> 88</tt>  <tt class="py-line">                        <tt class="py-comment">#print &gt;&gt; stderr, "agrego la informacion de Genia/Bioscope para la oracion ",sentence.sentenceId                        </tt> </tt>
<a name="L89"></a><tt class="py-lineno"> 89</tt>  <tt class="py-line"> </tt>
<a name="L90"></a><tt class="py-lineno"> 90</tt>  <tt class="py-line">                        <tt class="py-name">parse_tree</tt><tt class="py-op">=</tt><tt class="py-name">sentence</tt><tt class="py-op">.</tt><tt class="py-name">data</tt> </tt>
<a name="L91"></a><tt class="py-lineno"> 91</tt>  <tt class="py-line"> </tt>
<a name="L92"></a><tt class="py-lineno"> 92</tt>  <tt class="py-line">                         </tt>
<a name="L93"></a><tt class="py-lineno"> 93</tt>  <tt class="py-line">                        <tt class="py-comment">#Levanto las palabras de la oraci&#243;n, seg&#250;n genia</tt> </tt>
<a name="L94"></a><tt class="py-lineno"> 94</tt>  <tt class="py-line">                        <tt class="py-name">genia_words</tt><tt class="py-op">=</tt><tt class="py-name">bcp</tt><tt class="py-op">.</tt><tt id="link-11" class="py-name" targets="Method pln_inco.bioscope.util.BioscopeCorpusProcessor.get_genia_words()=pln_inco.bioscope.util.BioscopeCorpusProcessor-class.html#get_genia_words"><a title="pln_inco.bioscope.util.BioscopeCorpusProcessor.get_genia_words" class="py-name" href="#" onclick="return doclink('link-11', 'get_genia_words', 'link-11');">get_genia_words</a></tt><tt class="py-op">(</tt><tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">docId</tt><tt class="py-op">,</tt><tt class="py-name">sentence</tt><tt class="py-op">.</tt><tt class="py-name">sentenceId</tt><tt class="py-op">)</tt> </tt>
<a name="L95"></a><tt class="py-lineno"> 95</tt>  <tt class="py-line">                         </tt>
<a name="L96"></a><tt class="py-lineno"> 96</tt>  <tt class="py-line">                        <tt class="py-comment">#Levanto las palabras de la oraci&#243;n, seg&#250;n bioscope</tt> </tt>
<a name="L97"></a><tt class="py-lineno"> 97</tt>  <tt class="py-line"> </tt>
<a name="L98"></a><tt class="py-lineno"> 98</tt>  <tt class="py-line">                        <tt class="py-name">bioscope_tokens</tt><tt class="py-op">=</tt><tt class="py-name">bcp</tt><tt class="py-op">.</tt><tt id="link-12" class="py-name" targets="Method pln_inco.bioscope.util.BioscopeCorpusProcessor.get_bioscope_tokens()=pln_inco.bioscope.util.BioscopeCorpusProcessor-class.html#get_bioscope_tokens"><a title="pln_inco.bioscope.util.BioscopeCorpusProcessor.get_bioscope_tokens" class="py-name" href="#" onclick="return doclink('link-12', 'get_bioscope_tokens', 'link-12');">get_bioscope_tokens</a></tt><tt class="py-op">(</tt><tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">docId</tt><tt class="py-op">,</tt><tt class="py-name">sentence</tt><tt class="py-op">.</tt><tt class="py-name">sentenceId</tt><tt class="py-op">)</tt> </tt>
<a name="L99"></a><tt class="py-lineno"> 99</tt>  <tt class="py-line">                         </tt>
<a name="L100"></a><tt class="py-lineno">100</tt>  <tt class="py-line">                        <tt class="py-comment"># Si la tokenizacion de bioscope difiere de la de Genia, intento retokenizar con unos heur&#237;sticos ah&#237;</tt> </tt>
<a name="L101"></a><tt class="py-lineno">101</tt>  <tt class="py-line">                        <tt class="py-keyword">if</tt> <tt class="py-name">len</tt><tt class="py-op">(</tt><tt class="py-name">genia_words</tt><tt class="py-op">)</tt><tt class="py-op">!=</tt><tt class="py-name">len</tt><tt class="py-op">(</tt><tt class="py-name">bioscope_tokens</tt><tt class="py-op">)</tt> <tt class="py-keyword">and</tt> <tt class="py-name">genia_words</tt> <tt class="py-keyword">and</tt> <tt class="py-name">bioscope_tokens</tt><tt class="py-op">:</tt> </tt>
<a name="L102"></a><tt class="py-lineno">102</tt>  <tt class="py-line">                                <tt class="py-name">bioscope_tokens</tt><tt class="py-op">=</tt><tt id="link-13" class="py-name"><a title="pln_inco" class="py-name" href="#" onclick="return doclink('link-13', 'pln_inco', 'link-0');">pln_inco</a></tt><tt class="py-op">.</tt><tt id="link-14" class="py-name" targets="Package pln_inco.bioscope=pln_inco.bioscope-module.html"><a title="pln_inco.bioscope" class="py-name" href="#" onclick="return doclink('link-14', 'bioscope', 'link-14');">bioscope</a></tt><tt class="py-op">.</tt><tt id="link-15" class="py-name" targets="Module pln_inco.bioscope.util=pln_inco.bioscope.util-module.html,Package pln_inco.util=pln_inco.util-module.html"><a title="pln_inco.bioscope.util
pln_inco.util" class="py-name" href="#" onclick="return doclink('link-15', 'util', 'link-15');">util</a></tt><tt class="py-op">.</tt><tt id="link-16" class="py-name" targets="Function pln_inco.bioscope.util.bioscope_retokenize()=pln_inco.bioscope.util-module.html#bioscope_retokenize"><a title="pln_inco.bioscope.util.bioscope_retokenize" class="py-name" href="#" onclick="return doclink('link-16', 'bioscope_retokenize', 'link-16');">bioscope_retokenize</a></tt><tt class="py-op">(</tt><tt class="py-name">genia_words</tt><tt class="py-op">,</tt><tt class="py-name">bioscope_tokens</tt><tt class="py-op">)</tt> </tt>
<a name="L103"></a><tt class="py-lineno">103</tt>  <tt class="py-line">                                 </tt>
<a name="L104"></a><tt class="py-lineno">104</tt>  <tt class="py-line">                        <tt class="py-keyword">if</tt> <tt class="py-name">len</tt><tt class="py-op">(</tt><tt class="py-name">genia_words</tt><tt class="py-op">)</tt><tt class="py-op">==</tt><tt class="py-name">len</tt><tt class="py-op">(</tt><tt class="py-name">bioscope_tokens</tt><tt class="py-op">)</tt><tt class="py-op">==</tt><tt class="py-name">len</tt><tt class="py-op">(</tt><tt class="py-name">parse_tree</tt><tt class="py-op">.</tt><tt class="py-name">leaves</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L105"></a><tt class="py-lineno">105</tt>  <tt class="py-line">                                <tt class="py-name">j</tt><tt class="py-op">=</tt><tt class="py-number">0</tt> </tt>
<a name="L106"></a><tt class="py-lineno">106</tt>  <tt class="py-line">                                <tt class="py-keyword">for</tt> <tt class="py-name">p</tt> <tt class="py-keyword">in</tt> <tt class="py-name">parse_tree</tt><tt class="py-op">.</tt><tt class="py-name">leaves</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L107"></a><tt class="py-lineno">107</tt>  <tt class="py-line">                                        <tt class="py-comment"># Recorro cada hoja, y etiqueto su padre con los valores</tt> </tt>
<a name="L108"></a><tt class="py-lineno">108</tt>  <tt class="py-line">                                        <tt class="py-comment"># adicionales que obtengo de lo que dice genia</tt> </tt>
<a name="L109"></a><tt class="py-lineno">109</tt>  <tt class="py-line">                                        <tt class="py-comment"># Tienen las mismas palabras, as&#237; que recorro de a uno el genia y el &#225;rbol</tt> </tt>
<a name="L110"></a><tt class="py-lineno">110</tt>  <tt class="py-line">                                        <tt class="py-name">tpos</tt><tt class="py-op">=</tt><tt class="py-name">parse_tree</tt><tt class="py-op">.</tt><tt class="py-name">leaf_treeposition</tt><tt class="py-op">(</tt><tt class="py-name">j</tt><tt class="py-op">)</tt> </tt>
<a name="L111"></a><tt class="py-lineno">111</tt>  <tt class="py-line">                                        <tt class="py-name">leaf_parent</tt><tt class="py-op">=</tt> <tt class="py-name">tpos</tt><tt class="py-op">[</tt><tt class="py-number">0</tt><tt class="py-op">:</tt><tt class="py-name">len</tt><tt class="py-op">(</tt><tt class="py-name">tpos</tt><tt class="py-op">)</tt><tt class="py-op">-</tt><tt class="py-number">1</tt><tt class="py-op">]</tt> </tt>
<a name="L112"></a><tt class="py-lineno">112</tt>  <tt class="py-line"> </tt>
<a name="L113"></a><tt class="py-lineno">113</tt>  <tt class="py-line">                                        <tt class="py-comment"># Modifico el nodo del &#225;rbol para agregar estos atributos en node</tt> </tt>
<a name="L114"></a><tt class="py-lineno">114</tt>  <tt class="py-line">                                        <tt class="py-comment"># La propiedad node antes ten&#237;a el POS</tt> </tt>
<a name="L115"></a><tt class="py-lineno">115</tt>  <tt class="py-line">                                        <tt class="py-comment"># Ahora pasa a ser un diccionario. Gracias, pyhton, por dejarme hacer estas cosas</tt> </tt>
<a name="L116"></a><tt class="py-lineno">116</tt>  <tt class="py-line">                                        <tt class="py-name">pos</tt><tt class="py-op">=</tt><tt class="py-name">parse_tree</tt><tt class="py-op">[</tt><tt class="py-name">leaf_parent</tt><tt class="py-op">]</tt><tt class="py-op">.</tt><tt class="py-name">node</tt> </tt>
<a name="L117"></a><tt class="py-lineno">117</tt>  <tt class="py-line"> </tt>
<a name="L118"></a><tt class="py-lineno">118</tt>  <tt class="py-line">                                        <tt class="py-op">(</tt><tt class="py-name">word</tt><tt class="py-op">,</tt><tt class="py-name">lemma</tt><tt class="py-op">,</tt><tt class="py-name">pos2</tt><tt class="py-op">,</tt><tt class="py-name">chunk</tt><tt class="py-op">,</tt><tt class="py-name">ne</tt><tt class="py-op">)</tt><tt class="py-op">=</tt><tt class="py-name">genia_words</tt><tt class="py-op">[</tt><tt class="py-name">j</tt><tt class="py-op">]</tt>  </tt>
<a name="L119"></a><tt class="py-lineno">119</tt>  <tt class="py-line">                                        <tt class="py-comment">#print &gt;&gt; stderr, "Word=",word</tt> </tt>
<a name="L120"></a><tt class="py-lineno">120</tt>  <tt class="py-line"> </tt>
<a name="L121"></a><tt class="py-lineno">121</tt>  <tt class="py-line">                                        <tt class="py-comment"># Levanto las propiedades de bioscope</tt> </tt>
<a name="L122"></a><tt class="py-lineno">122</tt>  <tt class="py-line">                                        <tt class="py-comment"># Deber&#237;a tener las mismas palabras porque us&#233; el mismo tokenizador</tt> </tt>
<a name="L123"></a><tt class="py-lineno">123</tt>  <tt class="py-line">                                        <tt class="py-name">specCue</tt><tt class="py-op">=</tt><tt class="py-name">bioscope_tokens</tt><tt class="py-op">[</tt><tt class="py-name">j</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-number">1</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-string">'SpecCue'</tt><tt class="py-op">]</tt> </tt>
<a name="L124"></a><tt class="py-lineno">124</tt>  <tt class="py-line">                                        <tt class="py-name">negCue</tt><tt class="py-op">=</tt><tt class="py-name">bioscope_tokens</tt><tt class="py-op">[</tt><tt class="py-name">j</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-number">1</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-string">'NegCue'</tt><tt class="py-op">]</tt> </tt>
<a name="L125"></a><tt class="py-lineno">125</tt>  <tt class="py-line">                                        <tt class="py-name">specXcope</tt><tt class="py-op">=</tt><tt class="py-name">bioscope_tokens</tt><tt class="py-op">[</tt><tt class="py-name">j</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-number">1</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-string">'specXcope'</tt><tt class="py-op">]</tt> </tt>
<a name="L126"></a><tt class="py-lineno">126</tt>  <tt class="py-line">                                        <tt class="py-name">negXcope</tt><tt class="py-op">=</tt><tt class="py-name">bioscope_tokens</tt><tt class="py-op">[</tt><tt class="py-name">j</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-number">1</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-string">'negXcope'</tt><tt class="py-op">]</tt> </tt>
<a name="L127"></a><tt class="py-lineno">127</tt>  <tt class="py-line">                                         </tt>
<a name="L128"></a><tt class="py-lineno">128</tt>  <tt class="py-line">                                        <tt class="py-name">parse_tree</tt><tt class="py-op">[</tt><tt class="py-name">leaf_parent</tt><tt class="py-op">]</tt><tt class="py-op">.</tt><tt class="py-name">node</tt><tt class="py-op">=</tt><tt class="py-op">{</tt><tt class="py-string">'lemma'</tt><tt class="py-op">:</tt><tt class="py-name">lemma</tt><tt class="py-op">,</tt> <tt class="py-string">'pos'</tt><tt class="py-op">:</tt><tt class="py-name">pos</tt><tt class="py-op">,</tt> <tt class="py-string">'chunk'</tt><tt class="py-op">:</tt><tt class="py-name">chunk</tt><tt class="py-op">,</tt> <tt class="py-string">'entity'</tt><tt class="py-op">:</tt><tt class="py-name">ne</tt><tt class="py-op">,</tt>  </tt>
<a name="L129"></a><tt class="py-lineno">129</tt>  <tt class="py-line">                                        <tt class="py-string">'specCue'</tt><tt class="py-op">:</tt><tt class="py-name">specCue</tt><tt class="py-op">,</tt> <tt class="py-string">'negCue'</tt><tt class="py-op">:</tt><tt class="py-name">negCue</tt><tt class="py-op">,</tt><tt class="py-string">'specXcope'</tt><tt class="py-op">:</tt><tt class="py-name">specXcope</tt><tt class="py-op">,</tt><tt class="py-string">'negXcope'</tt><tt class="py-op">:</tt><tt class="py-name">negXcope</tt><tt class="py-op">}</tt> </tt>
<a name="L130"></a><tt class="py-lineno">130</tt>  <tt class="py-line">                                         </tt>
<a name="L131"></a><tt class="py-lineno">131</tt>  <tt class="py-line"> </tt>
<a name="L132"></a><tt class="py-lineno">132</tt>  <tt class="py-line">                                        <tt class="py-name">j</tt><tt class="py-op">+=</tt><tt class="py-number">1</tt> </tt>
<a name="L133"></a><tt class="py-lineno">133</tt>  <tt class="py-line">                                <tt class="py-name">sentence</tt><tt class="py-op">.</tt><tt class="py-name">data_loaded</tt><tt class="py-op">=</tt><tt class="py-name">True</tt> </tt>
<a name="L134"></a><tt class="py-lineno">134</tt>  <tt class="py-line">                        <tt class="py-keyword">else</tt><tt class="py-op">:</tt> </tt>
<a name="L135"></a><tt class="py-lineno">135</tt>  <tt class="py-line">                                <tt class="py-comment">#print &gt;&gt; stderr, "Problemas con la oraci&#243;n ",sentence.sentenceId, " del documento ",self.docId</tt> </tt>
<a name="L136"></a><tt class="py-lineno">136</tt>  <tt class="py-line">                                <tt class="py-comment">#print &gt;&gt; stderr, "Genia    words:",[x[0] for x in genia_words]</tt> </tt>
<a name="L137"></a><tt class="py-lineno">137</tt>  <tt class="py-line">                                <tt class="py-comment">#print &gt;&gt; stderr, "Bioscope words:",[x[0] for x in bioscope_tokens]</tt> </tt>
<a name="L138"></a><tt class="py-lineno">138</tt>  <tt class="py-line">                                <tt class="py-comment">#print &gt;&gt; stderr, "Leaves:        ",[x for x in parse_tree.leaves()]</tt> </tt>
<a name="L139"></a><tt class="py-lineno">139</tt>  <tt class="py-line">                                <tt class="py-comment">#print &gt;&gt; stderr, "Largo:",len(genia_words)," ",len(bioscope_tokens)," ", len(parse_tree.leaves())</tt> </tt>
<a name="L140"></a><tt class="py-lineno">140</tt>  <tt class="py-line">                                <tt class="py-name">sentence</tt><tt class="py-op">.</tt><tt class="py-name">data_loaded</tt><tt class="py-op">=</tt><tt class="py-name">False</tt> </tt>
</div></div><a name="L141"></a><tt class="py-lineno">141</tt>  <tt class="py-line">                                 </tt>
<a name="L142"></a><tt class="py-lineno">142</tt>  <tt class="py-line">         </tt>
<a name="L143"></a><tt class="py-lineno">143</tt>  <tt class="py-line">                         </tt>
<a name="L144"></a><tt class="py-lineno">144</tt>  <tt class="py-line">                 </tt>
<a name="BioscopeSentence"></a><div id="BioscopeSentence-def"><a name="L145"></a><tt class="py-lineno">145</tt> <a class="py-toggle" href="#" id="BioscopeSentence-toggle" onclick="return toggle('BioscopeSentence');">-</a><tt class="py-line"><tt class="py-keyword">class</tt> <a class="py-def-name" href="pln_inco.bioscope.BioscopeSentence-class.html">BioscopeSentence</a><tt class="py-op">:</tt> </tt>
</div><div id="BioscopeSentence-collapsed" style="display:none;" pad="+++" indent="++++"></div><div id="BioscopeSentence-expanded"><a name="L146"></a><tt class="py-lineno">146</tt>  <tt class="py-line">        <tt class="py-docstring">""" Una oraci&#243;n del corpus, incluyendo toda la informaci&#243;n de parsing y tagging. Parte de un L{bioscope.BioscopeDocument}</tt> </tt>
<a name="L147"></a><tt class="py-lineno">147</tt>  <tt class="py-line"><tt class="py-docstring">                @ivar docId: identificador del documento que contiene la oraci&#243;n</tt> </tt>
<a name="L148"></a><tt class="py-lineno">148</tt>  <tt class="py-line"><tt class="py-docstring">                @type docId: C{string}</tt> </tt>
<a name="L149"></a><tt class="py-lineno">149</tt>  <tt class="py-line"><tt class="py-docstring">                @ivar sentenceId: identificador de la oraci&#243;n en el corpus</tt> </tt>
<a name="L150"></a><tt class="py-lineno">150</tt>  <tt class="py-line"><tt class="py-docstring">                @type sentenceId: C{string}</tt> </tt>
<a name="L151"></a><tt class="py-lineno">151</tt>  <tt class="py-line"><tt class="py-docstring">                @ivar sindex: &#237;ndice entero de la oraci&#243;n dentro del documento</tt> </tt>
<a name="L152"></a><tt class="py-lineno">152</tt>  <tt class="py-line"><tt class="py-docstring">                @type sindex: C{int}</tt> </tt>
<a name="L153"></a><tt class="py-lineno">153</tt>  <tt class="py-line"><tt class="py-docstring">                @ivar data: &#225;rbol de an&#225;lisis sint&#225;ctico de la oraci&#243;n. </tt> </tt>
<a name="L154"></a><tt class="py-lineno">154</tt>  <tt class="py-line"><tt class="py-docstring">                @type data: C{nltk.Tree}</tt> </tt>
<a name="L155"></a><tt class="py-lineno">155</tt>  <tt class="py-line"><tt class="py-docstring">                @ivar data_loaded: indicador de si ya se carg&#243; el contenido del documento en la estructura</tt> </tt>
<a name="L156"></a><tt class="py-lineno">156</tt>  <tt class="py-line"><tt class="py-docstring">                @type data_loaded: C{bool}</tt> </tt>
<a name="L157"></a><tt class="py-lineno">157</tt>  <tt class="py-line"><tt class="py-docstring">        """</tt> </tt>
<a name="L158"></a><tt class="py-lineno">158</tt>  <tt class="py-line">         </tt>
<a name="BioscopeSentence.__init__"></a><div id="BioscopeSentence.__init__-def"><a name="L159"></a><tt class="py-lineno">159</tt> <a class="py-toggle" href="#" id="BioscopeSentence.__init__-toggle" onclick="return toggle('BioscopeSentence.__init__');">-</a><tt class="py-line">        <tt class="py-keyword">def</tt> <a class="py-def-name" href="pln_inco.bioscope.BioscopeSentence-class.html#__init__">__init__</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt><tt class="py-param">docId</tt><tt class="py-op">,</tt><tt class="py-param">sentenceId</tt><tt class="py-op">,</tt><tt class="py-param">sindex</tt><tt class="py-op">,</tt><tt class="py-param">bcp</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="BioscopeSentence.__init__-collapsed" style="display:none;" pad="+++" indent="++++++++++++"></div><div id="BioscopeSentence.__init__-expanded"><a name="L160"></a><tt class="py-lineno">160</tt>  <tt class="py-line">                <tt class="py-docstring">"""</tt> </tt>
<a name="L161"></a><tt class="py-lineno">161</tt>  <tt class="py-line"><tt class="py-docstring">                Crea la estructura que va a contener la oraci&#243;n, NO levanta los datos (esto se hace en la clase L{bioscope.BioscopeDocument}, </tt> </tt>
<a name="L162"></a><tt class="py-lineno">162</tt>  <tt class="py-line"><tt class="py-docstring">                porque se cargan todas las oraciones de un documento al mismo tiempo).</tt> </tt>
<a name="L163"></a><tt class="py-lineno">163</tt>  <tt class="py-line"><tt class="py-docstring">                </tt> </tt>
<a name="L164"></a><tt class="py-lineno">164</tt>  <tt class="py-line"><tt class="py-docstring">                @rtype:C{None}</tt> </tt>
<a name="L165"></a><tt class="py-lineno">165</tt>  <tt class="py-line"><tt class="py-docstring">                @type bcp: L{bioscope.util.BioscopeCorpusProcessor}</tt> </tt>
<a name="L166"></a><tt class="py-lineno">166</tt>  <tt class="py-line"><tt class="py-docstring">                </tt> </tt>
<a name="L167"></a><tt class="py-lineno">167</tt>  <tt class="py-line"><tt class="py-docstring">                """</tt> </tt>
<a name="L168"></a><tt class="py-lineno">168</tt>  <tt class="py-line">                <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">docId</tt><tt class="py-op">=</tt><tt class="py-name">docId</tt> </tt>
<a name="L169"></a><tt class="py-lineno">169</tt>  <tt class="py-line">                <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">sentenceId</tt><tt class="py-op">=</tt><tt class="py-name">sentenceId</tt> </tt>
<a name="L170"></a><tt class="py-lineno">170</tt>  <tt class="py-line">                <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">sindex</tt><tt class="py-op">=</tt><tt class="py-name">sindex</tt> </tt>
<a name="L171"></a><tt class="py-lineno">171</tt>  <tt class="py-line">                <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">data</tt><tt class="py-op">=</tt><tt class="py-name">None</tt> </tt>
<a name="L172"></a><tt class="py-lineno">172</tt>  <tt class="py-line">                <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">data_loaded</tt><tt class="py-op">=</tt><tt class="py-name">False</tt> </tt>
</div><a name="L173"></a><tt class="py-lineno">173</tt>  <tt class="py-line">                 </tt>
<a name="BioscopeSentence.has_hedging"></a><div id="BioscopeSentence.has_hedging-def"><a name="L174"></a><tt class="py-lineno">174</tt> <a class="py-toggle" href="#" id="BioscopeSentence.has_hedging-toggle" onclick="return toggle('BioscopeSentence.has_hedging');">-</a><tt class="py-line">        <tt class="py-keyword">def</tt> <a class="py-def-name" href="pln_inco.bioscope.BioscopeSentence-class.html#has_hedging">has_hedging</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="BioscopeSentence.has_hedging-collapsed" style="display:none;" pad="+++" indent="++++++++++++"></div><div id="BioscopeSentence.has_hedging-expanded"><a name="L175"></a><tt class="py-lineno">175</tt>  <tt class="py-line">                <tt class="py-docstring">"""</tt> </tt>
<a name="L176"></a><tt class="py-lineno">176</tt>  <tt class="py-line"><tt class="py-docstring">                Devuelve true si la oraci&#243;n tiene alguna marca de hedging, false en caso contrario</tt> </tt>
<a name="L177"></a><tt class="py-lineno">177</tt>  <tt class="py-line"><tt class="py-docstring">                @rtype: C{bool}</tt> </tt>
<a name="L178"></a><tt class="py-lineno">178</tt>  <tt class="py-line"><tt class="py-docstring">                """</tt> </tt>
<a name="L179"></a><tt class="py-lineno">179</tt>  <tt class="py-line"> </tt>
<a name="L180"></a><tt class="py-lineno">180</tt>  <tt class="py-line"> </tt>
<a name="L181"></a><tt class="py-lineno">181</tt>  <tt class="py-line">                <tt class="py-keyword">def</tt> <tt class="py-def-name">has_hedge_cue</tt><tt class="py-op">(</tt><tt class="py-param">s</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> <tt class="py-comment"># Esto es solamente para un nodo</tt> </tt>
<a name="L182"></a><tt class="py-lineno">182</tt>  <tt class="py-line">                        <tt class="py-docstring">""" </tt> </tt>
<a name="L183"></a><tt class="py-lineno">183</tt>  <tt class="py-line"><tt class="py-docstring">                        Dado un nodo, devuelve True si es un diccionario y no tiene  marca de Cue.</tt> </tt>
<a name="L184"></a><tt class="py-lineno">184</tt>  <tt class="py-line"><tt class="py-docstring">                        @rtype: bool</tt> </tt>
<a name="L185"></a><tt class="py-lineno">185</tt>  <tt class="py-line"><tt class="py-docstring">                        @arg s: Nodo del &#225;rbol a evaluar si corresponde a una marca de especulaci&#243;n</tt> </tt>
<a name="L186"></a><tt class="py-lineno">186</tt>  <tt class="py-line"><tt class="py-docstring">                        @type s: types.StringType o types.DictType</tt> </tt>
<a name="L187"></a><tt class="py-lineno">187</tt>  <tt class="py-line"><tt class="py-docstring">                        """</tt> </tt>
<a name="L188"></a><tt class="py-lineno">188</tt>  <tt class="py-line">                        <tt class="py-keyword">if</tt> <tt class="py-name">isinstance</tt><tt class="py-op">(</tt><tt class="py-name">s</tt><tt class="py-op">,</tt><tt class="py-name">types</tt><tt class="py-op">.</tt><tt class="py-name">StringType</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L189"></a><tt class="py-lineno">189</tt>  <tt class="py-line">                                <tt class="py-keyword">return</tt> <tt class="py-name">False</tt> </tt>
<a name="L190"></a><tt class="py-lineno">190</tt>  <tt class="py-line">                        <tt class="py-keyword">elif</tt> <tt class="py-name">isinstance</tt><tt class="py-op">(</tt><tt class="py-name">s</tt><tt class="py-op">,</tt><tt class="py-name">types</tt><tt class="py-op">.</tt><tt class="py-name">DictType</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L191"></a><tt class="py-lineno">191</tt>  <tt class="py-line">                                <tt class="py-keyword">if</tt> <tt class="py-name">s</tt><tt class="py-op">[</tt><tt class="py-string">'specCue'</tt><tt class="py-op">]</tt> <tt class="py-op">!=</tt><tt class="py-string">'O'</tt><tt class="py-op">:</tt> </tt>
<a name="L192"></a><tt class="py-lineno">192</tt>  <tt class="py-line">                                        <tt class="py-keyword">return</tt> <tt class="py-name">True</tt> </tt>
<a name="L193"></a><tt class="py-lineno">193</tt>  <tt class="py-line">                                <tt class="py-keyword">else</tt><tt class="py-op">:</tt> </tt>
<a name="L194"></a><tt class="py-lineno">194</tt>  <tt class="py-line">                                        <tt class="py-keyword">return</tt> <tt class="py-name">False</tt> </tt>
</div><a name="L195"></a><tt class="py-lineno">195</tt>  <tt class="py-line"> </tt>
<a name="L196"></a><tt class="py-lineno">196</tt>  <tt class="py-line"> </tt>
<a name="L197"></a><tt class="py-lineno">197</tt>  <tt class="py-line">                <tt class="py-keyword">def</tt> <tt class="py-def-name">has_hedging</tt><tt class="py-op">(</tt><tt class="py-param">t</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L198"></a><tt class="py-lineno">198</tt>  <tt class="py-line">                        <tt class="py-docstring">"""</tt> </tt>
<a name="L199"></a><tt class="py-lineno">199</tt>  <tt class="py-line"><tt class="py-docstring">                        Dado un arbol, devuelve True si tiene alguna marca de hedging. Devuelve True si la ra&#237;z corresponde a un hedge cue, o (recursivamente) si alguno de los &#225;rboles hijos incluye una marca.</tt> </tt>
<a name="L200"></a><tt class="py-lineno">200</tt>  <tt class="py-line"><tt class="py-docstring">                        @rtype:bool</tt> </tt>
<a name="L201"></a><tt class="py-lineno">201</tt>  <tt class="py-line"><tt class="py-docstring">                        @arg t:</tt> </tt>
<a name="L202"></a><tt class="py-lineno">202</tt>  <tt class="py-line"><tt class="py-docstring">                        @type t: nltk.tree.Tree</tt> </tt>
<a name="L203"></a><tt class="py-lineno">203</tt>  <tt class="py-line"><tt class="py-docstring">                        """</tt> </tt>
<a name="L204"></a><tt class="py-lineno">204</tt>  <tt class="py-line">                        <tt class="py-name">hh</tt><tt class="py-op">=</tt><tt class="py-name">False</tt> </tt>
<a name="L205"></a><tt class="py-lineno">205</tt>  <tt class="py-line">                        <tt class="py-keyword">if</tt> <tt class="py-name">has_hedge_cue</tt><tt class="py-op">(</tt><tt class="py-name">t</tt><tt class="py-op">.</tt><tt class="py-name">node</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L206"></a><tt class="py-lineno">206</tt>  <tt class="py-line">                                <tt class="py-keyword">return</tt> <tt class="py-name">True</tt> </tt>
<a name="L207"></a><tt class="py-lineno">207</tt>  <tt class="py-line">                        <tt class="py-keyword">else</tt><tt class="py-op">:</tt> </tt>
<a name="L208"></a><tt class="py-lineno">208</tt>  <tt class="py-line">                                <tt class="py-keyword">for</tt> <tt class="py-name">child</tt> <tt class="py-keyword">in</tt> <tt class="py-name">t</tt><tt class="py-op">:</tt>  </tt>
<a name="L209"></a><tt class="py-lineno">209</tt>  <tt class="py-line">                                        <tt class="py-keyword">if</tt> <tt class="py-name">isinstance</tt><tt class="py-op">(</tt><tt class="py-name">child</tt><tt class="py-op">,</tt><tt class="py-name">nltk</tt><tt class="py-op">.</tt><tt class="py-name">tree</tt><tt class="py-op">.</tt><tt class="py-name">Tree</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L210"></a><tt class="py-lineno">210</tt>  <tt class="py-line">                                                <tt class="py-name">hh</tt><tt class="py-op">=</tt><tt id="link-17" class="py-name" targets="Method pln_inco.bioscope.BioscopeSentence.has_hedging()=pln_inco.bioscope.BioscopeSentence-class.html#has_hedging"><a title="pln_inco.bioscope.BioscopeSentence.has_hedging" class="py-name" href="#" onclick="return doclink('link-17', 'has_hedging', 'link-17');">has_hedging</a></tt><tt class="py-op">(</tt><tt class="py-name">child</tt><tt class="py-op">)</tt> </tt>
<a name="L211"></a><tt class="py-lineno">211</tt>  <tt class="py-line"> </tt>
<a name="L212"></a><tt class="py-lineno">212</tt>  <tt class="py-line">                                        <tt class="py-keyword">if</tt> <tt class="py-name">hh</tt><tt class="py-op">:</tt> </tt>
<a name="L213"></a><tt class="py-lineno">213</tt>  <tt class="py-line">                                                <tt class="py-keyword">return</tt> <tt class="py-name">True</tt> </tt>
<a name="L214"></a><tt class="py-lineno">214</tt>  <tt class="py-line"> </tt>
<a name="L215"></a><tt class="py-lineno">215</tt>  <tt class="py-line">                        <tt class="py-keyword">return</tt> <tt class="py-name">False</tt> </tt>
</div><a name="L216"></a><tt class="py-lineno">216</tt>  <tt class="py-line">                         </tt>
<a name="L217"></a><tt class="py-lineno">217</tt>  <tt class="py-line">                <tt class="py-keyword">return</tt> <tt id="link-18" class="py-name"><a title="pln_inco.bioscope.BioscopeSentence.has_hedging" class="py-name" href="#" onclick="return doclink('link-18', 'has_hedging', 'link-17');">has_hedging</a></tt><tt class="py-op">(</tt><tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">data</tt><tt class="py-op">)</tt> </tt>
</div><a name="L218"></a><tt class="py-lineno">218</tt>  <tt class="py-line"> </tt>
<a name="L219"></a><tt class="py-lineno">219</tt>  <tt class="py-line"> </tt>
<a name="BioscopeSentence.has_negation"></a><div id="BioscopeSentence.has_negation-def"><a name="L220"></a><tt class="py-lineno">220</tt> <a class="py-toggle" href="#" id="BioscopeSentence.has_negation-toggle" onclick="return toggle('BioscopeSentence.has_negation');">-</a><tt class="py-line">        <tt class="py-keyword">def</tt> <a class="py-def-name" href="pln_inco.bioscope.BioscopeSentence-class.html#has_negation">has_negation</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="BioscopeSentence.has_negation-collapsed" style="display:none;" pad="+++" indent="++++++++++++"></div><div id="BioscopeSentence.has_negation-expanded"><a name="L221"></a><tt class="py-lineno">221</tt>  <tt class="py-line">                <tt class="py-docstring">"""</tt> </tt>
<a name="L222"></a><tt class="py-lineno">222</tt>  <tt class="py-line"><tt class="py-docstring">                Devuelve true si la oraci&#243;n tiene alguna marca de negaci&#243;n, false en caso contrario</tt> </tt>
<a name="L223"></a><tt class="py-lineno">223</tt>  <tt class="py-line"><tt class="py-docstring">                @rtype: C{bool}</tt> </tt>
<a name="L224"></a><tt class="py-lineno">224</tt>  <tt class="py-line"><tt class="py-docstring">                """</tt> </tt>
<a name="L225"></a><tt class="py-lineno">225</tt>  <tt class="py-line"> </tt>
<a name="L226"></a><tt class="py-lineno">226</tt>  <tt class="py-line"> </tt>
<a name="L227"></a><tt class="py-lineno">227</tt>  <tt class="py-line">                <tt class="py-keyword">def</tt> <tt class="py-def-name">has_negation_cue</tt><tt class="py-op">(</tt><tt class="py-param">s</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> <tt class="py-comment"># Esto es solamente para un nodo</tt> </tt>
<a name="L228"></a><tt class="py-lineno">228</tt>  <tt class="py-line">                        <tt class="py-docstring">""" </tt> </tt>
<a name="L229"></a><tt class="py-lineno">229</tt>  <tt class="py-line"><tt class="py-docstring">                        Dado un nodo, devuelve True si es un diccionario y no tiene  marca de Negation</tt> </tt>
<a name="L230"></a><tt class="py-lineno">230</tt>  <tt class="py-line"><tt class="py-docstring">                        @rtype: bool</tt> </tt>
<a name="L231"></a><tt class="py-lineno">231</tt>  <tt class="py-line"><tt class="py-docstring">                        @arg s: Nodo del &#225;rbol a evaluar si corresponde a una marca de negaci&#243;n</tt> </tt>
<a name="L232"></a><tt class="py-lineno">232</tt>  <tt class="py-line"><tt class="py-docstring">                        @type s: types.StringType o types.DictType</tt> </tt>
<a name="L233"></a><tt class="py-lineno">233</tt>  <tt class="py-line"><tt class="py-docstring">                        """</tt> </tt>
<a name="L234"></a><tt class="py-lineno">234</tt>  <tt class="py-line">                        <tt class="py-keyword">if</tt> <tt class="py-name">isinstance</tt><tt class="py-op">(</tt><tt class="py-name">s</tt><tt class="py-op">,</tt><tt class="py-name">types</tt><tt class="py-op">.</tt><tt class="py-name">StringType</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L235"></a><tt class="py-lineno">235</tt>  <tt class="py-line">                                <tt class="py-keyword">return</tt> <tt class="py-name">False</tt> </tt>
<a name="L236"></a><tt class="py-lineno">236</tt>  <tt class="py-line">                        <tt class="py-keyword">elif</tt> <tt class="py-name">isinstance</tt><tt class="py-op">(</tt><tt class="py-name">s</tt><tt class="py-op">,</tt><tt class="py-name">types</tt><tt class="py-op">.</tt><tt class="py-name">DictType</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L237"></a><tt class="py-lineno">237</tt>  <tt class="py-line">                                <tt class="py-keyword">if</tt> <tt class="py-name">s</tt><tt class="py-op">[</tt><tt class="py-string">'negCue'</tt><tt class="py-op">]</tt> <tt class="py-op">!=</tt><tt class="py-string">'O'</tt><tt class="py-op">:</tt> </tt>
<a name="L238"></a><tt class="py-lineno">238</tt>  <tt class="py-line">                                        <tt class="py-keyword">return</tt> <tt class="py-name">True</tt> </tt>
<a name="L239"></a><tt class="py-lineno">239</tt>  <tt class="py-line">                                <tt class="py-keyword">else</tt><tt class="py-op">:</tt> </tt>
<a name="L240"></a><tt class="py-lineno">240</tt>  <tt class="py-line">                                        <tt class="py-keyword">return</tt> <tt class="py-name">False</tt> </tt>
</div><a name="L241"></a><tt class="py-lineno">241</tt>  <tt class="py-line"> </tt>
<a name="L242"></a><tt class="py-lineno">242</tt>  <tt class="py-line"> </tt>
<a name="L243"></a><tt class="py-lineno">243</tt>  <tt class="py-line">                <tt class="py-keyword">def</tt> <tt class="py-def-name">has_negation</tt><tt class="py-op">(</tt><tt class="py-param">t</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L244"></a><tt class="py-lineno">244</tt>  <tt class="py-line">                        <tt class="py-docstring">"""</tt> </tt>
<a name="L245"></a><tt class="py-lineno">245</tt>  <tt class="py-line"><tt class="py-docstring">                        Dado un arbol, devuelve True si tiene alguna marca de negation. Devuelve True si la ra&#237;z corresponde a un negation cue, o (recursivamente) si alguno de </tt> </tt>
<a name="L246"></a><tt class="py-lineno">246</tt>  <tt class="py-line"><tt class="py-docstring">                        los &#225;rboles hijos incluye una marca.</tt> </tt>
<a name="L247"></a><tt class="py-lineno">247</tt>  <tt class="py-line"><tt class="py-docstring">                        @rtype:bool</tt> </tt>
<a name="L248"></a><tt class="py-lineno">248</tt>  <tt class="py-line"><tt class="py-docstring">                        @arg t:</tt> </tt>
<a name="L249"></a><tt class="py-lineno">249</tt>  <tt class="py-line"><tt class="py-docstring">                        @type t: nltk.tree.Tree</tt> </tt>
<a name="L250"></a><tt class="py-lineno">250</tt>  <tt class="py-line"><tt class="py-docstring">                        """</tt> </tt>
<a name="L251"></a><tt class="py-lineno">251</tt>  <tt class="py-line">                        <tt class="py-name">hh</tt><tt class="py-op">=</tt><tt class="py-name">False</tt> </tt>
<a name="L252"></a><tt class="py-lineno">252</tt>  <tt class="py-line">                        <tt class="py-keyword">if</tt> <tt class="py-name">has_negation_cue</tt><tt class="py-op">(</tt><tt class="py-name">t</tt><tt class="py-op">.</tt><tt class="py-name">node</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L253"></a><tt class="py-lineno">253</tt>  <tt class="py-line">                                <tt class="py-keyword">return</tt> <tt class="py-name">True</tt> </tt>
<a name="L254"></a><tt class="py-lineno">254</tt>  <tt class="py-line">                        <tt class="py-keyword">else</tt><tt class="py-op">:</tt> </tt>
<a name="L255"></a><tt class="py-lineno">255</tt>  <tt class="py-line">                                <tt class="py-keyword">for</tt> <tt class="py-name">child</tt> <tt class="py-keyword">in</tt> <tt class="py-name">t</tt><tt class="py-op">:</tt>  </tt>
<a name="L256"></a><tt class="py-lineno">256</tt>  <tt class="py-line">                                        <tt class="py-keyword">if</tt> <tt class="py-name">isinstance</tt><tt class="py-op">(</tt><tt class="py-name">child</tt><tt class="py-op">,</tt><tt class="py-name">nltk</tt><tt class="py-op">.</tt><tt class="py-name">tree</tt><tt class="py-op">.</tt><tt class="py-name">Tree</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L257"></a><tt class="py-lineno">257</tt>  <tt class="py-line">                                                <tt class="py-name">hh</tt><tt class="py-op">=</tt><tt id="link-19" class="py-name" targets="Method pln_inco.bioscope.BioscopeSentence.has_negation()=pln_inco.bioscope.BioscopeSentence-class.html#has_negation"><a title="pln_inco.bioscope.BioscopeSentence.has_negation" class="py-name" href="#" onclick="return doclink('link-19', 'has_negation', 'link-19');">has_negation</a></tt><tt class="py-op">(</tt><tt class="py-name">child</tt><tt class="py-op">)</tt> </tt>
<a name="L258"></a><tt class="py-lineno">258</tt>  <tt class="py-line"> </tt>
<a name="L259"></a><tt class="py-lineno">259</tt>  <tt class="py-line">                                        <tt class="py-keyword">if</tt> <tt class="py-name">hh</tt><tt class="py-op">:</tt> </tt>
<a name="L260"></a><tt class="py-lineno">260</tt>  <tt class="py-line">                                                <tt class="py-keyword">return</tt> <tt class="py-name">True</tt> </tt>
<a name="L261"></a><tt class="py-lineno">261</tt>  <tt class="py-line"> </tt>
<a name="L262"></a><tt class="py-lineno">262</tt>  <tt class="py-line">                        <tt class="py-keyword">return</tt> <tt class="py-name">False</tt> </tt>
</div><a name="L263"></a><tt class="py-lineno">263</tt>  <tt class="py-line">                         </tt>
<a name="L264"></a><tt class="py-lineno">264</tt>  <tt class="py-line">                <tt class="py-keyword">return</tt> <tt id="link-20" class="py-name"><a title="pln_inco.bioscope.BioscopeSentence.has_negation" class="py-name" href="#" onclick="return doclink('link-20', 'has_negation', 'link-19');">has_negation</a></tt><tt class="py-op">(</tt><tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">data</tt><tt class="py-op">)</tt> </tt>
</div><a name="L265"></a><tt class="py-lineno">265</tt>  <tt class="py-line"> </tt>
<a name="L266"></a><tt class="py-lineno">266</tt>  <tt class="py-line"> </tt>
<a name="BioscopeSentence.get_dot"></a><div id="BioscopeSentence.get_dot-def"><a name="L267"></a><tt class="py-lineno">267</tt> <a class="py-toggle" href="#" id="BioscopeSentence.get_dot-toggle" onclick="return toggle('BioscopeSentence.get_dot');">-</a><tt class="py-line">        <tt class="py-keyword">def</tt> <a class="py-def-name" href="pln_inco.bioscope.BioscopeSentence-class.html#get_dot">get_dot</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="BioscopeSentence.get_dot-collapsed" style="display:none;" pad="+++" indent="++++++++++++"></div><div id="BioscopeSentence.get_dot-expanded"><a name="L268"></a><tt class="py-lineno">268</tt>  <tt class="py-line">                <tt class="py-docstring">"""</tt> </tt>
<a name="L269"></a><tt class="py-lineno">269</tt>  <tt class="py-line"><tt class="py-docstring">                Devuelve un string en formato graphviz que representa el &#225;rbol de la oraci&#243;n (incluyendo las marcas de tagging).</tt> </tt>
<a name="L270"></a><tt class="py-lineno">270</tt>  <tt class="py-line"><tt class="py-docstring">                @rtype: C{string}</tt> </tt>
<a name="L271"></a><tt class="py-lineno">271</tt>  <tt class="py-line"><tt class="py-docstring">                """</tt> </tt>
<a name="L272"></a><tt class="py-lineno">272</tt>  <tt class="py-line">                 </tt>
<a name="L273"></a><tt class="py-lineno">273</tt>  <tt class="py-line">                <tt class="py-keyword">def</tt> <tt class="py-def-name">gv_rep</tt><tt class="py-op">(</tt><tt class="py-param">s</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L274"></a><tt class="py-lineno">274</tt>  <tt class="py-line">                        <tt class="py-docstring">""" </tt> </tt>
<a name="L275"></a><tt class="py-lineno">275</tt>  <tt class="py-line"><tt class="py-docstring">                        Dado un nodo, devuelve un string para una etiqueta graphviz, discriminando si s&#243;lo tiene el tag, o es un diccionario</tt> </tt>
<a name="L276"></a><tt class="py-lineno">276</tt>  <tt class="py-line"><tt class="py-docstring">                        de parejas propiedad/valor</tt> </tt>
<a name="L277"></a><tt class="py-lineno">277</tt>  <tt class="py-line"><tt class="py-docstring">                        """</tt> </tt>
<a name="L278"></a><tt class="py-lineno">278</tt>  <tt class="py-line">                         </tt>
<a name="L279"></a><tt class="py-lineno">279</tt>  <tt class="py-line">                        <tt class="py-keyword">if</tt> <tt class="py-name">isinstance</tt><tt class="py-op">(</tt><tt class="py-name">s</tt><tt class="py-op">,</tt><tt class="py-name">types</tt><tt class="py-op">.</tt><tt class="py-name">StringType</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L280"></a><tt class="py-lineno">280</tt>  <tt class="py-line">                                <tt class="py-comment"># Devuelvo el string nom&#225;s</tt> </tt>
<a name="L281"></a><tt class="py-lineno">281</tt>  <tt class="py-line">                                <tt class="py-name">res</tt><tt class="py-op">=</tt><tt class="py-name">s</tt> </tt>
<a name="L282"></a><tt class="py-lineno">282</tt>  <tt class="py-line">                        <tt class="py-keyword">elif</tt> <tt class="py-name">isinstance</tt><tt class="py-op">(</tt><tt class="py-name">s</tt><tt class="py-op">,</tt><tt class="py-name">types</tt><tt class="py-op">.</tt><tt class="py-name">DictType</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L283"></a><tt class="py-lineno">283</tt>  <tt class="py-line">                                <tt class="py-comment"># Armo el string con los valores del diccionario</tt> </tt>
<a name="L284"></a><tt class="py-lineno">284</tt>  <tt class="py-line">                                <tt class="py-name">res</tt><tt class="py-op">=</tt><tt class="py-name">s</tt><tt class="py-op">[</tt><tt class="py-string">'pos'</tt><tt class="py-op">]</tt> </tt>
<a name="L285"></a><tt class="py-lineno">285</tt>  <tt class="py-line">                                 </tt>
<a name="L286"></a><tt class="py-lineno">286</tt>  <tt class="py-line">                                <tt class="py-keyword">if</tt> <tt class="py-name">s</tt><tt class="py-op">[</tt><tt class="py-string">'chunk'</tt><tt class="py-op">]</tt> <tt class="py-op">!=</tt> <tt class="py-string">'O'</tt><tt class="py-op">:</tt> </tt>
<a name="L287"></a><tt class="py-lineno">287</tt>  <tt class="py-line">                                        <tt class="py-name">res</tt><tt class="py-op">=</tt><tt class="py-name">res</tt><tt class="py-op">+</tt><tt class="py-string">'\\n'</tt><tt class="py-op">+</tt><tt class="py-string">'chunk:'</tt><tt class="py-op">+</tt><tt class="py-name">s</tt><tt class="py-op">[</tt><tt class="py-string">'chunk'</tt><tt class="py-op">]</tt> </tt>
<a name="L288"></a><tt class="py-lineno">288</tt>  <tt class="py-line">                                 </tt>
<a name="L289"></a><tt class="py-lineno">289</tt>  <tt class="py-line">                                <tt class="py-keyword">if</tt> <tt class="py-name">s</tt><tt class="py-op">[</tt><tt class="py-string">'entity'</tt><tt class="py-op">]</tt><tt class="py-op">!=</tt><tt class="py-string">'O'</tt><tt class="py-op">:</tt> </tt>
<a name="L290"></a><tt class="py-lineno">290</tt>  <tt class="py-line">                                        <tt class="py-name">res</tt><tt class="py-op">=</tt><tt class="py-name">res</tt><tt class="py-op">+</tt><tt class="py-string">'\\n'</tt><tt class="py-op">+</tt><tt class="py-string">'entity:'</tt><tt class="py-op">+</tt><tt class="py-name">s</tt><tt class="py-op">[</tt><tt class="py-string">'entity'</tt><tt class="py-op">]</tt> </tt>
<a name="L291"></a><tt class="py-lineno">291</tt>  <tt class="py-line">                                 </tt>
<a name="L292"></a><tt class="py-lineno">292</tt>  <tt class="py-line">                                <tt class="py-keyword">if</tt> <tt class="py-name">s</tt><tt class="py-op">[</tt><tt class="py-string">'specCue'</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-number">0</tt><tt class="py-op">]</tt> <tt class="py-op">!=</tt><tt class="py-string">'O'</tt><tt class="py-op">:</tt> </tt>
<a name="L293"></a><tt class="py-lineno">293</tt>  <tt class="py-line">                                        <tt class="py-name">res</tt><tt class="py-op">=</tt><tt class="py-name">res</tt><tt class="py-op">+</tt><tt class="py-string">'\\n'</tt><tt class="py-op">+</tt><tt class="py-string">'specCue:'</tt><tt class="py-op">+</tt><tt class="py-string">","</tt><tt class="py-op">.</tt><tt class="py-name">join</tt><tt class="py-op">(</tt><tt class="py-name">s</tt><tt class="py-op">[</tt><tt class="py-string">'specCue'</tt><tt class="py-op">]</tt><tt class="py-op">)</tt> </tt>
<a name="L294"></a><tt class="py-lineno">294</tt>  <tt class="py-line">                                 </tt>
<a name="L295"></a><tt class="py-lineno">295</tt>  <tt class="py-line">                                <tt class="py-keyword">if</tt> <tt class="py-name">s</tt><tt class="py-op">[</tt><tt class="py-string">'negCue'</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-number">0</tt><tt class="py-op">]</tt> <tt class="py-op">!=</tt><tt class="py-string">'O'</tt><tt class="py-op">:</tt> </tt>
<a name="L296"></a><tt class="py-lineno">296</tt>  <tt class="py-line">                                        <tt class="py-name">res</tt><tt class="py-op">=</tt><tt class="py-name">res</tt><tt class="py-op">+</tt><tt class="py-string">'\\n'</tt><tt class="py-op">+</tt><tt class="py-string">'negCue:'</tt><tt class="py-op">+</tt><tt class="py-string">","</tt><tt class="py-op">.</tt><tt class="py-name">join</tt><tt class="py-op">(</tt><tt class="py-name">s</tt><tt class="py-op">[</tt><tt class="py-string">'negCue'</tt><tt class="py-op">]</tt><tt class="py-op">)</tt> </tt>
<a name="L297"></a><tt class="py-lineno">297</tt>  <tt class="py-line">                                 </tt>
<a name="L298"></a><tt class="py-lineno">298</tt>  <tt class="py-line">                                <tt class="py-keyword">if</tt> <tt class="py-name">s</tt><tt class="py-op">[</tt><tt class="py-string">'specXcope'</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-number">0</tt><tt class="py-op">]</tt> <tt class="py-op">!=</tt><tt class="py-string">'O'</tt><tt class="py-op">:</tt> </tt>
<a name="L299"></a><tt class="py-lineno">299</tt>  <tt class="py-line">                                        <tt class="py-name">res</tt><tt class="py-op">=</tt><tt class="py-name">res</tt><tt class="py-op">+</tt><tt class="py-string">'\\n'</tt><tt class="py-op">+</tt><tt class="py-string">'specXcope:'</tt><tt class="py-op">+</tt><tt class="py-string">","</tt><tt class="py-op">.</tt><tt class="py-name">join</tt><tt class="py-op">(</tt><tt class="py-name">s</tt><tt class="py-op">[</tt><tt class="py-string">'specXcope'</tt><tt class="py-op">]</tt><tt class="py-op">)</tt> </tt>
<a name="L300"></a><tt class="py-lineno">300</tt>  <tt class="py-line">                                         </tt>
<a name="L301"></a><tt class="py-lineno">301</tt>  <tt class="py-line">                                <tt class="py-keyword">if</tt> <tt class="py-name">s</tt><tt class="py-op">[</tt><tt class="py-string">'negXcope'</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-number">0</tt><tt class="py-op">]</tt> <tt class="py-op">!=</tt><tt class="py-string">'O'</tt><tt class="py-op">:</tt> </tt>
<a name="L302"></a><tt class="py-lineno">302</tt>  <tt class="py-line">                                        <tt class="py-name">res</tt><tt class="py-op">=</tt><tt class="py-name">res</tt><tt class="py-op">+</tt><tt class="py-string">'\\n'</tt><tt class="py-op">+</tt><tt class="py-string">'negXcope:'</tt><tt class="py-op">+</tt><tt class="py-string">","</tt><tt class="py-op">.</tt><tt class="py-name">join</tt><tt class="py-op">(</tt><tt class="py-name">s</tt><tt class="py-op">[</tt><tt class="py-string">'negXcope'</tt><tt class="py-op">]</tt><tt class="py-op">)</tt> </tt>
<a name="L303"></a><tt class="py-lineno">303</tt>  <tt class="py-line">                                         </tt>
<a name="L304"></a><tt class="py-lineno">304</tt>  <tt class="py-line"> </tt>
<a name="L305"></a><tt class="py-lineno">305</tt>  <tt class="py-line">                                <tt class="py-comment">#if s['specXcope']!='O':</tt> </tt>
<a name="L306"></a><tt class="py-lineno">306</tt>  <tt class="py-line">                                <tt class="py-comment">#       res=res+'\\n'+'specXcope:'+s['specXcope']</tt> </tt>
<a name="L307"></a><tt class="py-lineno">307</tt>  <tt class="py-line">                                <tt class="py-comment">#       res=res+'\\n'+'specXcopeRef:'+s['specXcopeRef']</tt> </tt>
<a name="L308"></a><tt class="py-lineno">308</tt>  <tt class="py-line">                                         </tt>
<a name="L309"></a><tt class="py-lineno">309</tt>  <tt class="py-line">                                 </tt>
<a name="L310"></a><tt class="py-lineno">310</tt>  <tt class="py-line">                                <tt class="py-comment">#if s['specXcope2']!='O':</tt> </tt>
<a name="L311"></a><tt class="py-lineno">311</tt>  <tt class="py-line">                                <tt class="py-comment">#       res=res+'\\n'+'specXcope2:'+s['specXcope2']</tt> </tt>
<a name="L312"></a><tt class="py-lineno">312</tt>  <tt class="py-line">                                <tt class="py-comment">#       res=res+'\\n'+'specXcopeRef2:'+s['specXcopeRef2']</tt> </tt>
<a name="L313"></a><tt class="py-lineno">313</tt>  <tt class="py-line">                                 </tt>
<a name="L314"></a><tt class="py-lineno">314</tt>  <tt class="py-line">                                 </tt>
<a name="L315"></a><tt class="py-lineno">315</tt>  <tt class="py-line">                        <tt class="py-keyword">else</tt><tt class="py-op">:</tt> </tt>
<a name="L316"></a><tt class="py-lineno">316</tt>  <tt class="py-line">                                <tt class="py-name">res</tt><tt class="py-op">=</tt><tt class="py-string">"Error"</tt> </tt>
<a name="L317"></a><tt class="py-lineno">317</tt>  <tt class="py-line">                 </tt>
<a name="L318"></a><tt class="py-lineno">318</tt>  <tt class="py-line">                        <tt class="py-keyword">return</tt> <tt class="py-name">res</tt> </tt>
</div><a name="L319"></a><tt class="py-lineno">319</tt>  <tt class="py-line">                                   </tt>
<a name="L320"></a><tt class="py-lineno">320</tt>  <tt class="py-line">                <tt class="py-keyword">def</tt> <tt class="py-def-name">gv_print</tt><tt class="py-op">(</tt><tt class="py-param">t</tt><tt class="py-op">,</tt><tt class="py-param">inicial</tt><tt class="py-op">=</tt><tt class="py-number">1</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L321"></a><tt class="py-lineno">321</tt>  <tt class="py-line">                        <tt class="py-docstring">"""</tt> </tt>
<a name="L322"></a><tt class="py-lineno">322</tt>  <tt class="py-line"><tt class="py-docstring">                        Dado un arbol, genera una representaci&#243;n dot</tt> </tt>
<a name="L323"></a><tt class="py-lineno">323</tt>  <tt class="py-line"><tt class="py-docstring">                        comenzando la numeraci&#243;n de los nodos en el valor dado por el p&#225;rametro inicial</tt> </tt>
<a name="L324"></a><tt class="py-lineno">324</tt>  <tt class="py-line"><tt class="py-docstring">                        """</tt> </tt>
<a name="L325"></a><tt class="py-lineno">325</tt>  <tt class="py-line">                         </tt>
<a name="L326"></a><tt class="py-lineno">326</tt>  <tt class="py-line">                        <tt class="py-comment"># Muestro el nodo ra&#237;z del &#225;rbol</tt> </tt>
<a name="L327"></a><tt class="py-lineno">327</tt>  <tt class="py-line">                        <tt class="py-name">s</tt><tt class="py-op">=</tt><tt class="py-string">'%s [label="%s"]'</tt> <tt class="py-op">%</tt> <tt class="py-op">(</tt><tt class="py-name">inicial</tt><tt class="py-op">,</tt><tt class="py-name">gv_rep</tt><tt class="py-op">(</tt><tt class="py-name">t</tt><tt class="py-op">.</tt><tt class="py-name">node</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> </tt>
<a name="L328"></a><tt class="py-lineno">328</tt>  <tt class="py-line">         </tt>
<a name="L329"></a><tt class="py-lineno">329</tt>  <tt class="py-line">                        <tt class="py-name">pos</tt><tt class="py-op">=</tt><tt class="py-name">inicial</tt><tt class="py-op">+</tt><tt class="py-number">1</tt> </tt>
<a name="L330"></a><tt class="py-lineno">330</tt>  <tt class="py-line">                        <tt class="py-keyword">for</tt> <tt class="py-name">child</tt> <tt class="py-keyword">in</tt> <tt class="py-name">t</tt><tt class="py-op">:</tt>  </tt>
<a name="L331"></a><tt class="py-lineno">331</tt>  <tt class="py-line">                         </tt>
<a name="L332"></a><tt class="py-lineno">332</tt>  <tt class="py-line">                                 </tt>
<a name="L333"></a><tt class="py-lineno">333</tt>  <tt class="py-line">                                <tt class="py-keyword">if</tt> <tt class="py-name">isinstance</tt><tt class="py-op">(</tt><tt class="py-name">child</tt><tt class="py-op">,</tt><tt class="py-name">nltk</tt><tt class="py-op">.</tt><tt class="py-name">tree</tt><tt class="py-op">.</tt><tt class="py-name">Tree</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L334"></a><tt class="py-lineno">334</tt>  <tt class="py-line">                                        <tt class="py-op">(</tt><tt class="py-name">s_child</tt><tt class="py-op">,</tt><tt class="py-name">newpos</tt><tt class="py-op">)</tt><tt class="py-op">=</tt><tt class="py-name">gv_print</tt><tt class="py-op">(</tt><tt class="py-name">child</tt><tt class="py-op">,</tt><tt class="py-name">pos</tt><tt class="py-op">)</tt> </tt>
<a name="L335"></a><tt class="py-lineno">335</tt>  <tt class="py-line">                                        <tt class="py-name">s</tt><tt class="py-op">=</tt><tt class="py-name">s</tt><tt class="py-op">+</tt><tt class="py-string">'\n'</tt><tt class="py-op">+</tt> <tt class="py-name">s_child</tt> </tt>
<a name="L336"></a><tt class="py-lineno">336</tt>  <tt class="py-line">                                        <tt class="py-name">s</tt><tt class="py-op">=</tt><tt class="py-name">s</tt><tt class="py-op">+</tt><tt class="py-string">'\n%s -&gt; %s'</tt> <tt class="py-op">%</tt> <tt class="py-op">(</tt><tt class="py-name">inicial</tt><tt class="py-op">,</tt><tt class="py-name">pos</tt><tt class="py-op">)</tt> </tt>
<a name="L337"></a><tt class="py-lineno">337</tt>  <tt class="py-line">                                        <tt class="py-name">pos</tt><tt class="py-op">=</tt><tt class="py-name">newpos</tt> </tt>
<a name="L338"></a><tt class="py-lineno">338</tt>  <tt class="py-line">                                <tt class="py-keyword">elif</tt> <tt class="py-name">isinstance</tt><tt class="py-op">(</tt><tt class="py-name">child</tt><tt class="py-op">,</tt> <tt class="py-name">str</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L339"></a><tt class="py-lineno">339</tt>  <tt class="py-line">                                        <tt class="py-name">s</tt><tt class="py-op">=</tt><tt class="py-name">s</tt><tt class="py-op">+</tt><tt class="py-string">'\n%s [label="%s", shape=plaintext]'</tt> <tt class="py-op">%</tt> <tt class="py-op">(</tt><tt class="py-name">pos</tt><tt class="py-op">,</tt><tt class="py-name">child</tt><tt class="py-op">)</tt> </tt>
<a name="L340"></a><tt class="py-lineno">340</tt>  <tt class="py-line">                                        <tt class="py-name">s</tt><tt class="py-op">=</tt><tt class="py-name">s</tt><tt class="py-op">+</tt><tt class="py-string">'\n%s -&gt; %s'</tt> <tt class="py-op">%</tt> <tt class="py-op">(</tt><tt class="py-name">inicial</tt><tt class="py-op">,</tt><tt class="py-name">pos</tt><tt class="py-op">)</tt>                         </tt>
<a name="L341"></a><tt class="py-lineno">341</tt>  <tt class="py-line">                                <tt class="py-name">pos</tt><tt class="py-op">=</tt><tt class="py-name">pos</tt><tt class="py-op">+</tt><tt class="py-number">1</tt> </tt>
<a name="L342"></a><tt class="py-lineno">342</tt>  <tt class="py-line">                        <tt class="py-keyword">return</tt> <tt class="py-op">(</tt><tt class="py-name">s</tt><tt class="py-op">,</tt><tt class="py-name">pos</tt><tt class="py-op">-</tt><tt class="py-number">1</tt><tt class="py-op">)</tt> </tt>
</div><a name="L343"></a><tt class="py-lineno">343</tt>  <tt class="py-line"> </tt>
<a name="L344"></a><tt class="py-lineno">344</tt>  <tt class="py-line"> </tt>
<a name="L345"></a><tt class="py-lineno">345</tt>  <tt class="py-line">                <tt class="py-name">s</tt><tt class="py-op">=</tt><tt class="py-string">"digraph G{\n"</tt>                 </tt>
<a name="L346"></a><tt class="py-lineno">346</tt>  <tt class="py-line">                <tt class="py-name">s</tt><tt class="py-op">+=</tt><tt class="py-name">gv_print</tt><tt class="py-op">(</tt><tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">data</tt><tt class="py-op">)</tt><tt class="py-op">[</tt><tt class="py-number">0</tt><tt class="py-op">]</tt> </tt>
<a name="L347"></a><tt class="py-lineno">347</tt>  <tt class="py-line">                <tt class="py-name">s</tt><tt class="py-op">+=</tt><tt class="py-string">"\n}"</tt> </tt>
<a name="L348"></a><tt class="py-lineno">348</tt>  <tt class="py-line">                 </tt>
<a name="L349"></a><tt class="py-lineno">349</tt>  <tt class="py-line">                <tt class="py-keyword">return</tt> <tt class="py-name">s</tt> </tt>
</div><a name="L350"></a><tt class="py-lineno">350</tt>  <tt class="py-line">                 </tt>
<a name="BioscopeSentence.get_basic_attributes"></a><div id="BioscopeSentence.get_basic_attributes-def"><a name="L351"></a><tt class="py-lineno">351</tt> <a class="py-toggle" href="#" id="BioscopeSentence.get_basic_attributes-toggle" onclick="return toggle('BioscopeSentence.get_basic_attributes');">-</a><tt class="py-line">        <tt class="py-keyword">def</tt> <a class="py-def-name" href="pln_inco.bioscope.BioscopeSentence-class.html#get_basic_attributes">get_basic_attributes</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="BioscopeSentence.get_basic_attributes-collapsed" style="display:none;" pad="+++" indent="++++++++++++"></div><div id="BioscopeSentence.get_basic_attributes-expanded"><a name="L352"></a><tt class="py-lineno">352</tt>  <tt class="py-line">                <tt class="py-docstring">"""</tt> </tt>
<a name="L353"></a><tt class="py-lineno">353</tt>  <tt class="py-line"><tt class="py-docstring">                Devuelve la lista de tokens de la oraci&#243;n junto con sus atributos.</tt> </tt>
<a name="L354"></a><tt class="py-lineno">354</tt>  <tt class="py-line"><tt class="py-docstring">                El primer elemento es la lista de nombres de los atributos</tt> </tt>
<a name="L355"></a><tt class="py-lineno">355</tt>  <tt class="py-line"><tt class="py-docstring">                @rtype: C{List}</tt> </tt>
<a name="L356"></a><tt class="py-lineno">356</tt>  <tt class="py-line"><tt class="py-docstring">                """</tt> </tt>
<a name="L357"></a><tt class="py-lineno">357</tt>  <tt class="py-line"> </tt>
<a name="L358"></a><tt class="py-lineno">358</tt>  <tt class="py-line"> </tt>
<a name="L359"></a><tt class="py-lineno">359</tt>  <tt class="py-line">                <tt class="py-keyword">def</tt> <tt class="py-def-name">get_tree_leaves</tt><tt class="py-op">(</tt><tt class="py-param">t</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L360"></a><tt class="py-lineno">360</tt>  <tt class="py-line">                        <tt class="py-docstring">"""</tt> </tt>
<a name="L361"></a><tt class="py-lineno">361</tt>  <tt class="py-line"><tt class="py-docstring">                        Dado un arbol, devuelve una lista con los elementos y sus tags</tt> </tt>
<a name="L362"></a><tt class="py-lineno">362</tt>  <tt class="py-line"><tt class="py-docstring">                        haciendo un recorrido in-order</tt> </tt>
<a name="L363"></a><tt class="py-lineno">363</tt>  <tt class="py-line"><tt class="py-docstring">                        """</tt> </tt>
<a name="L364"></a><tt class="py-lineno">364</tt>  <tt class="py-line">                         </tt>
<a name="L365"></a><tt class="py-lineno">365</tt>  <tt class="py-line">                        <tt class="py-comment"># Solamente muestro si el hijo es un string</tt> </tt>
<a name="L366"></a><tt class="py-lineno">366</tt>  <tt class="py-line">                        <tt class="py-comment"># Ah&#237; voy a tener todos los atributos</tt> </tt>
<a name="L367"></a><tt class="py-lineno">367</tt>  <tt class="py-line">                        <tt class="py-comment"># Sino simplemente hago recursi&#243;n</tt> </tt>
<a name="L368"></a><tt class="py-lineno">368</tt>  <tt class="py-line">                        <tt class="py-name">res</tt><tt class="py-op">=</tt><tt class="py-op">[</tt><tt class="py-op">]</tt> </tt>
<a name="L369"></a><tt class="py-lineno">369</tt>  <tt class="py-line">                        <tt class="py-keyword">for</tt> <tt class="py-name">child</tt> <tt class="py-keyword">in</tt> <tt class="py-name">t</tt><tt class="py-op">:</tt>  </tt>
<a name="L370"></a><tt class="py-lineno">370</tt>  <tt class="py-line">                                <tt class="py-keyword">if</tt> <tt class="py-name">isinstance</tt><tt class="py-op">(</tt><tt class="py-name">child</tt><tt class="py-op">,</tt> <tt class="py-name">str</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L371"></a><tt class="py-lineno">371</tt>  <tt class="py-line">                                        <tt class="py-name">s</tt><tt class="py-op">=</tt><tt class="py-name">t</tt><tt class="py-op">.</tt><tt class="py-name">node</tt> </tt>
<a name="L372"></a><tt class="py-lineno">372</tt>  <tt class="py-line">                                        <tt class="py-name">res</tt><tt class="py-op">=</tt><tt class="py-op">[</tt><tt class="py-op">(</tt><tt class="py-name">child</tt><tt class="py-op">,</tt><tt class="py-name">s</tt><tt class="py-op">[</tt><tt class="py-string">'lemma'</tt><tt class="py-op">]</tt><tt class="py-op">,</tt><tt class="py-name">s</tt><tt class="py-op">[</tt><tt class="py-string">'pos'</tt><tt class="py-op">]</tt><tt class="py-op">,</tt><tt class="py-name">s</tt><tt class="py-op">[</tt><tt class="py-string">'chunk'</tt><tt class="py-op">]</tt><tt class="py-op">,</tt><tt class="py-name">strip</tt><tt class="py-op">(</tt><tt class="py-name">s</tt><tt class="py-op">[</tt><tt class="py-string">'entity'</tt><tt class="py-op">]</tt><tt class="py-op">)</tt><tt class="py-op">,</tt><tt class="py-name">s</tt><tt class="py-op">[</tt><tt class="py-string">'specCue'</tt><tt class="py-op">]</tt><tt class="py-op">,</tt><tt class="py-name">s</tt><tt class="py-op">[</tt><tt class="py-string">'negCue'</tt><tt class="py-op">]</tt><tt class="py-op">,</tt><tt class="py-name">s</tt><tt class="py-op">[</tt><tt class="py-string">'specXcope'</tt><tt class="py-op">]</tt><tt class="py-op">,</tt><tt class="py-name">s</tt><tt class="py-op">[</tt><tt class="py-string">'negXcope'</tt><tt class="py-op">]</tt><tt class="py-op">)</tt><tt class="py-op">]</tt> </tt>
<a name="L373"></a><tt class="py-lineno">373</tt>  <tt class="py-line">                                <tt class="py-keyword">else</tt><tt class="py-op">:</tt> </tt>
<a name="L374"></a><tt class="py-lineno">374</tt>  <tt class="py-line">                                        <tt class="py-name">res</tt> <tt class="py-op">+=</tt> <tt class="py-name">get_tree_leaves</tt><tt class="py-op">(</tt><tt class="py-name">child</tt><tt class="py-op">)</tt> </tt>
<a name="L375"></a><tt class="py-lineno">375</tt>  <tt class="py-line">                        <tt class="py-keyword">return</tt> <tt class="py-name">res</tt> </tt>
</div><a name="L376"></a><tt class="py-lineno">376</tt>  <tt class="py-line">                                 </tt>
<a name="L377"></a><tt class="py-lineno">377</tt>  <tt class="py-line">                 </tt>
<a name="L378"></a><tt class="py-lineno">378</tt>  <tt class="py-line">                <tt class="py-name">s_table</tt><tt class="py-op">=</tt><tt class="py-op">[</tt><tt class="py-op">(</tt><tt class="py-string">'TOKEN'</tt><tt class="py-op">,</tt><tt class="py-string">'LEMMA'</tt><tt class="py-op">,</tt><tt class="py-string">'POS'</tt><tt class="py-op">,</tt><tt class="py-string">'CHUNK'</tt><tt class="py-op">,</tt><tt class="py-string">'NE'</tt><tt class="py-op">,</tt><tt class="py-string">'SPEC-CUE'</tt><tt class="py-op">,</tt><tt class="py-string">'NEG-CUE'</tt><tt class="py-op">,</tt><tt class="py-string">'SPEC-XCOPE'</tt><tt class="py-op">,</tt><tt class="py-string">'NEG-XCOPE'</tt><tt class="py-op">)</tt><tt class="py-op">]</tt> </tt>
<a name="L379"></a><tt class="py-lineno">379</tt>  <tt class="py-line">                <tt class="py-name">s_table</tt> <tt class="py-op">+=</tt> <tt class="py-name">get_tree_leaves</tt><tt class="py-op">(</tt><tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">data</tt><tt class="py-op">)</tt> </tt>
<a name="L380"></a><tt class="py-lineno">380</tt>  <tt class="py-line">                <tt class="py-keyword">return</tt> <tt class="py-name">s_table</tt> </tt>
</div></div><a name="L381"></a><tt class="py-lineno">381</tt>  <tt class="py-line"> </tt><script type="text/javascript">
<!--
expandto(location.href);
// -->
</script>
</pre>
<br />
<!-- ==================== NAVIGATION BAR ==================== -->
<table class="navbar" border="0" width="100%" cellpadding="0"
       bgcolor="#a0c0ff" cellspacing="0">
  <tr valign="middle">
  <!-- Home link -->
      <th>&nbsp;&nbsp;&nbsp;<a
        href="pln_inco-module.html">Home</a>&nbsp;&nbsp;&nbsp;</th>

  <!-- Tree link -->
      <th>&nbsp;&nbsp;&nbsp;<a
        href="module-tree.html">Trees</a>&nbsp;&nbsp;&nbsp;</th>

  <!-- Index link -->
      <th>&nbsp;&nbsp;&nbsp;<a
        href="identifier-index.html">Indices</a>&nbsp;&nbsp;&nbsp;</th>

  <!-- Help link -->
      <th>&nbsp;&nbsp;&nbsp;<a
        href="help.html">Help</a>&nbsp;&nbsp;&nbsp;</th>

      <th class="navbar" width="100%"></th>
  </tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" width="100%%">
  <tr>
    <td align="left" class="footer">
    Generated by Epydoc 3.0.1 on Tue Apr 26 01:04:50 2011
    </td>
    <td align="right" class="footer">
      <a target="mainFrame" href="http://epydoc.sourceforge.net"
        >http://epydoc.sourceforge.net</a>
    </td>
  </tr>
</table>

<script type="text/javascript">
  <!--
  // Private objects are initially displayed (because if
  // javascript is turned off then we want them to be
  // visible); but by default, we want to hide them.  So hide
  // them unless we have a cookie that says to show them.
  checkCookie();
  // -->
</script>
</body>
</html>
